RenderOps
Sandbox Infrastructure for AI Agents

One API call.
Isolated sandbox.

Spin up a secure execution environment in milliseconds. Run any code, any dependency, in full isolation — then destroy it completely.

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⬡Firecracker microVM
◈10ms cold start
✦Hardware isolation
Sandbox Lifecycle
→API Callrenderops.create()
⬡ProvisionFirecracker microVM
▶ExecuteIsolated runtime
↩Returnstdout · stderr · exit
✕DestroyZero residue
Live Instances
Live Instances
4 active
sb-a9f2pythonrunning38ms
sb-c4e1noderunning12ms
sb-7b3dpythoncomplete91ms
sb-f21abashspawning—
SDK — Start Building

Two lines to your
first sandbox.

Full TypeScript and Python SDKs. Ship your first isolated agent execution in under 5 minutes — no infra expertise required.

sandbox.ts
● RUNTIME READY47ms cold start
renderops v2.4.1
$npm install @renderops/sdkCOPY
$pip install renderopsCOPY
⬇npm install @renderops/sdk
⬇pip install renderops
✓TypeScript types included
✓Python stubs ready
◆REST + WebSocket APIs
Quickstart Guide →◆ Full API Reference
Integrates with
OpenAIAnthropicLangChainLlamaIndexCrewAIAutoGenVertex AIAWS Bedrock
Infrastructure Pipeline

From idea to production
in four steps

AUTHROUTERCACHEEXECSANDBOXOUTPUTQUEUESYSTEM ASSEMBLED · 7 MODULES LOCKED
01◆Build
Idea forms
Define your agent's goal and context. The orchestration layer maps intent to an execution topology across distributed compute nodes.
BUILD✓TEST✓PKG✓LAUNCH✓US-EASTEU-WESTAP-SOUTHPIPELINE ACTIVE · 3 NODES · 3 REGIONS SYNCED
02◆Deploy
Code executes
Sandbox spins up and runs your logic in under 90ms. Execution streams relay output in real-time to any downstream consumer.
6 NODES ONLINE · 48 vCPU · AUTO-SCALING ACTIVE
03◆Scale
Isolated runtime
Full environment isolation, every time. A cryptographically bounded sandbox container ensures zero bleed between workloads.
MISSION CONTROL · SYSTEMS NOMINALHEALTH METRICSCPU72%MEM51%NET88%DISK34%UPTIME99.98%LATENCY82msERRORS0.001%AGENTS1,247ALL SYSTEMS NOMINAL · DEFENSE PRIME · ALERTS 0
04◆Monitor
Output delivered
Typed results returned to your system with sub-100ms latency. Structured payloads integrate directly into your agent pipeline.
Distributed AI Runtime Pipeline
0M+
Executions
0.9%
Uptime SLA
<0ms
Median Latency
0
Countries
Full-Stack Execution Control

Programmatic Control.

Every Layer.

RUNTIME
Process Execution
Spawn and orchestrate any runtime process with full stdio capture and real-time output streaming.
Explore API →◈
STORAGE
File System
Read, write, and mount ephemeral layered filesystems per sandbox with instant volume provisioning.
Explore API →◈
VERSION CONTROL
Git Integration
Clone, branch, and commit from inside any sandbox runtime with real-time repository synchronization.
Explore API →◈
AI ANALYSIS
Code Intelligence
Semantic analysis, type inference, linting, and AI-powered diagnostics in real-time.
Explore API →◈
Infrastructure

Everything AI Agents Need.

Purpose-built infrastructure for modern AI workloads.

@renderops/sdk/core/exec/fs/net/core/exec/fs/netSDK READYv4.2.1 · esm + cjs
API Execution
API Execution
Sub-50ms response. Agents react to real-time events with full stdio streaming to any consumer.
⬡IDLEsbx-alpha:3001◈IDLEsbx-beta:3002⬡IDLEsbx-gamma:3003isolation: microVM● 3 containers47ms cold start
Persistent Storage
Persistent Storage
Mount cloud-synced volumes across executions. Agent memory, datasets, and databases — always available.
example.comLOG IN→navigate()example.com◎find()#login-btn↖click()button[type=submit]✎fill()input.email▣screenshot()viewport 1280pxPlaywright · headless chromium · step 1/5
Runtime Ecosystem
Runtime Ecosystem
Python, Node, Bash, and Go — fully supported. Install any package from pip, npm, brew, or apt instantly.
PDFDOCXXLSXCSVINGESTPARSETRANSFORMOUTPUTpipeline · streaming · 0 outputs generated
Observability
Observability
Live CPU, memory, and network I/O. Deep visibility into every invocation — logs, metrics, traces.
renderops · operations center · liveCPU0%MEM0%REQ/s0%ALERTSno alertstraces · logs · metrics · retention 30d
Global Deployment
Global Deployment
10+ edge regions with pre-warmed sandbox pools. Your agents never wait for cold infrastructure.
$Stripe⎇GitHub#Slack⬡Postgres≋S3NNotioncorehubCONNECTIONSStripesyncingGitHubactiveSlackactivePostgresactiveS3activeNotionactive6 integrations · webhook · oauth2 · rest
Security
Security
Firecracker microVMs provide hardware-level isolation. No shared memory, no escape vectors.
Testimonials

Trusted by engineering
teams worldwide

"The isolation model is exactly what we needed for RL training. Zero cold-starts at scale."
Ana Torres
ML Engineer - DeepMind
"Replaced our entire agent infra in a weekend. The API surface is beautifully minimal."
Kai Nakamura
CTO - Inference Labs
"99.9% uptime, sub-80ms latency. The metrics are real, not aspirational."
Priya Mehta
Research Engineer - Cohere
"Programmatic control over every layer changes how we think about agent architecture."
James Osei
Founder - AgentOS
"10M+ executions. Not a single infrastructure incident. Remarkable engineering."
Laura Chen
Platform - Scale AI
"Best DX we've seen from any infra product. Onboarded our entire team in an afternoon."
Marco Russo
VP Eng - Imbue
"The isolation model is exactly what we needed for RL training. Zero cold-starts at scale."
Ana Torres
ML Engineer - DeepMind
"Replaced our entire agent infra in a weekend. The API surface is beautifully minimal."
Kai Nakamura
CTO - Inference Labs
"99.9% uptime, sub-80ms latency. The metrics are real, not aspirational."
Priya Mehta
Research Engineer - Cohere
"Programmatic control over every layer changes how we think about agent architecture."
James Osei
Founder - AgentOS
"10M+ executions. Not a single infrastructure incident. Remarkable engineering."
Laura Chen
Platform - Scale AI
"Best DX we've seen from any infra product. Onboarded our entire team in an afternoon."
Marco Russo
VP Eng - Imbue
Get started

Ready to build
with sandboxes?

No credit card. First sandbox in 60 seconds.
Scale to millions with zero config.

Start Building FreeView Documentation